package org.neo4j.graphalgo.impl.path; import java.util.HashMap; import java.util.Iterator; import java.util.Map; import org.neo4j.graphalgo.PathFinder; import org.neo4j.graphalgo.impl.util.LiteDepthFirstSelector; import org.neo4j.graphalgo.impl.util.PathImpl.Builder; import org.neo4j.graphdb.Node; import org.neo4j.graphdb.Path; import org.neo4j.graphdb.Relationship; import org.neo4j.graphdb.RelationshipExpander; import org.neo4j.graphdb.traversal.TraversalBranch; import org.neo4j.graphdb.traversal.BranchSelector; import org.neo4j.graphdb.traversal.BranchOrderingPolicy; import org.neo4j.graphdb.traversal.TraversalDescription; import org.neo4j.graphdb.traversal.Traverser; import org.neo4j.graphdb.traversal.Uniqueness; import org.neo4j.helpers.Predicate; import org.neo4j.helpers.collection.PrefetchingIterator; import org.neo4j.kernel.Traversal; /** * Tries to find paths in a graph from a start node to an end node where the * length of found paths must be of a certain length. It also detects * "super nodes", i.e. nodes which have many relationships and only iterates * over such super nodes' relationships up to a supplied threshold. When that * threshold is reached such nodes are considered super nodes and are put on a * queue for later traversal. This makes it possible to find paths w/o having to * traverse heavy super nodes. * * @author Mattias Persson * @author Tobias Ivarsson */ public class ExactDepthPathFinder implements PathFinder<Path> { private final RelationshipExpander expander; private final int onDepth; private final int startThreshold; public ExactDepthPathFinder( RelationshipExpander expander, int onDepth, int startThreshold ) { this.expander = expander; this.onDepth = onDepth; this.startThreshold = startThreshold; } public Iterable<Path> findAllPaths( final Node start, final Node end ) { return new Iterable<Path>() { public Iterator<Path> iterator() { return paths( start, end ); } }; } public Path findSinglePath( Node start, Node end ) { Iterator<Path> paths = paths( start, end ); return paths.hasNext() ? paths.next() : null; } private Iterator<Path> paths( final Node start, final Node end ) { TraversalDescription base = Traversal.description().uniqueness( Uniqueness.RELATIONSHIP_PATH ).order( new BranchOrderingPolicy() { public BranchSelector create( TraversalBranch startSource ) { return new LiteDepthFirstSelector( startSource, startThreshold ); } } ); final int firstHalf = onDepth / 2; Traverser startTraverser = base.prune( Traversal.pruneAfterDepth( firstHalf ) ).expand( expander ).filter( new Predicate<Path>() { public boolean accept( Path item ) { return item.length() == firstHalf; } } ).traverse( start ); final int secondHalf = onDepth - firstHalf; Traverser endTraverser = base.prune( Traversal.pruneAfterDepth( secondHalf ) ).expand( expander.reversed() ).filter( new Predicate<Path>() { public boolean accept( Path item ) { return item.length() == secondHalf; } } ).traverse( end ); final Iterator<Path> startIterator = startTraverser.iterator(); final Iterator<Path> endIterator = endTraverser.iterator(); final Map<Node, Visit> visits = new HashMap<Node, Visit>(); return new PrefetchingIterator<Path>() { @Override protected Path fetchNextOrNull() { Path[] found = null; while ( found == null && ( startIterator.hasNext() || endIterator.hasNext() ) ) { found = goOneStep( start, startIterator, visits ); if ( found == null ) { found = goOneStep( end, endIterator, visits ); } } return found != null ? toPath( found, start ) : null; } }; } private Path toPath( Path[] found, Node start ) { Path startPath = found[0]; Path endPath = found[1]; if ( !startPath.startNode().equals( start ) ) { Path tmpPath = startPath; startPath = endPath; endPath = tmpPath; } return toBuilder( startPath ).build( toBuilder( endPath ) ); } private Builder toBuilder( Path path ) { Builder builder = new Builder( path.startNode() ); for ( Relationship rel : path.relationships() ) { builder = builder.push( rel ); } return builder; } private Path[] goOneStep( Node node, Iterator<Path> visitor, Map<Node, Visit> visits ) { if ( !visitor.hasNext() ) { return null; } Path position = visitor.next(); Visit visit = visits.get( position.endNode() ); if ( visit != null ) { if ( visitor != visit.visitor ) { return new Path[] { visit.position, position }; } } else { visits.put( position.endNode(), new Visit( position, visitor ) ); } return null; } private static class Visit { private final Path position; private final Iterator<Path> visitor; Visit( Path position, Iterator<Path> visitor ) { this.position = position; this.visitor = visitor; } } }